Imputation
source("spline_mice.R", local = knitr::knit_global())
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8888888888889, 84.6555555555556, 102.7, 120.455555555556, 136.444444444444, 150.133333333333, 163.722222222222, 177.111111111111)) + bs(wgt, knots = c(5.38666666666667, 7.28833333333333, 9.1, 11.2766666666667, 22.4666666666667, 36.6, 51.8666666666667, 67.8666666666666))"
## [1] "target ~ reg + bs(age, knots = c(1.15811088295688, 2.53990134091852, 5.43463381245722, 8.55030800821355, 10.466803559206, 12.5557837097878, 14.9459274469541, 17.5167693360712)) + sex + bs(wgt, knots = c(5.35944444444444, 7.40888888888889, 9.35666666666667, 11.7822222222222, 24.0444444444444, 38.1333333333333, 53.2222222222222, 69.0111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.18396836261313, 2.51042229359883, 5.39812913529546, 8.57586128222678, 10.4377835809236, 12.6196668948209, 15.0420564301468, 17.624663243649)) + sex + bs(hgt, knots = c(68.6213280338078, 84.1789285847071, 105.1, 123.8, 139.164733047853, 151.8, 165.5, 174.7))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.2444444444444, 85.9888888888889, 104.533333333333, 121.377777777778, 136.244444444444, 149.766666666667, 163.011111111111, 176.455555555556)) + bs(wgt, knots = c(5.32555555555556, 7.17611111111111, 9.06666666666667, 11.2805555555556, 22.7, 37.1666666666667, 52.8777777777778, 68.4777777777778))"
## [1] "target ~ reg + bs(age, knots = c(1.10078754671848, 2.5265313958431, 5.53045859000684, 8.57920754429995, 10.5510685223211, 12.6233173625371, 14.9583901344062, 17.6221289696986)) + sex + bs(wgt, knots = c(5.37944444444444, 7.37611111111111, 9.29333333333333, 11.9033333333333, 24.3888888888889, 38.5666666666667, 54.0444444444445, 69.5222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.03186554110579, 2.48475169214389, 5.42037340982413, 8.39637995284812, 10.4403376682637, 12.6351813826146, 15.0344512890714, 17.6521126686789)) + sex + bs(hgt, knots = c(69.4333333333333, 85.0666666666667, 104, 122.635334400156, 138.648874092814, 151.2, 164.733333333333, 175.586361373992))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8333333333333, 85.8666666666667, 103.6, 120.433333333333, 136.066666666667, 150, 163.733333333333, 177.266666666667)) + bs(wgt, knots = c(5.35388888888889, 7.38222222222222, 9.31333333333333, 11.9422222222222, 24.4888888888889, 38.7666666666667, 53.8444444444445, 69.4222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.08646756585317, 2.5686574423377, 5.50125484827743, 8.49181933424216, 10.4640657084189, 12.7107777887963, 15.073142162071, 17.7160947203676)) + sex + bs(wgt, knots = c(5.43777777777778, 7.58277777777778, 9.39, 12.0511111111111, 24.5888888888889, 38.6666666666667, 53.8444444444445, 69.3222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.09392349228078, 2.61851361585574, 5.72393337896418, 8.61023651988744, 10.5176059015895, 12.7508868392511, 15.1051736532382, 17.8807488878233)) + sex + bs(hgt, knots = c(68.9777777777778, 85.0555555555555, 103.791260260524, 123.411111111111, 138.390150879984, 151.17218457927, 165.044444444444, 175.103180545608))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.2777777777778, 85.0555555555555, 104.133333333333, 122.011111111111, 136.288888888889, 149.866666666667, 164.044444444444, 177.422222222222)) + bs(wgt, knots = c(5.44666666666667, 7.37833333333333, 9.3, 11.6716666666667, 23.9333333333333, 38.3, 53.9333333333334, 69.4333333333333))"
## [1] "target ~ reg + bs(age, knots = c(0.973712718433241, 2.43668720054757, 5.42368240930869, 8.55852156057495, 10.5051334702259, 12.6269678302533, 14.9869952087611, 17.5852156057495)) + sex + bs(wgt, knots = c(5.30333333333333, 7.35666666666667, 9.215, 11.3866666666667, 23.5666666666667, 37.8, 53.5333333333333, 68.7666666666667))"
## [1] "target ~ reg + bs(age, knots = c(1.027735897006, 2.60741302952574, 5.51768195300023, 8.53813978249296, 10.4616320632748, 12.6370066164727, 15.000739105724, 17.5302618703577)) + sex + bs(hgt, knots = c(69.1367485737406, 85.2627924699897, 103.633333333333, 122.905159572689, 138.688888888889, 151.568663780706, 164.811300757302, 175.403662547783))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8777777777778, 85.4111111111111, 104.633333333333, 120.822222222222, 136.688888888889, 150.766666666667, 164.344444444444, 177.922222222222)) + bs(wgt, knots = c(5.34166666666667, 7.085, 9.13333333333333, 11.4644444444444, 23.7888888888889, 38.1666666666667, 53.6444444444445, 69.8222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.940299642558369, 2.47684234542551, 5.40916747559122, 8.38816640048673, 10.3770628945167, 12.3744516129198, 14.6749859449733, 17.4873848156891)) + sex + bs(wgt, knots = c(5.31111111111111, 7.23611111111111, 9.21666666666667, 11.6355555555556, 22.9555555555556, 37.0666666666667, 52.2777777777778, 67.6888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.984468579886981, 2.7737303367527, 5.83188546482939, 8.64917484219332, 10.4933772808479, 12.7902959370006, 15.130580272264, 17.6679595406495)) + sex + bs(hgt, knots = c(69.0841688224427, 85.6147046321105, 104.919260467783, 124.382974616639, 139.781486492249, 151.716126822191, 165.220672658754, 175.676295053051))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.4, 85.1, 103.5, 120.1, 135.4, 149.5, 163.3, 177)) + bs(wgt, knots = c(5.47888888888889, 7.45111111111111, 9.27666666666667, 11.9211111111111, 24.3444444444444, 38.3333333333333, 53.4222222222222, 69.3111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.09361928663777, 2.48869588461021, 5.45744923568332, 8.56682997581438, 10.5358582401704, 12.7346566278804, 15.0125452937751, 17.6524450528557)) + sex + bs(wgt, knots = c(5.44166666666667, 7.41222222222222, 9.26666666666667, 11.5666666666667, 23.7555555555556, 37.8, 52.5777777777778, 68.5666666666667))"
## [1] "target ~ reg + bs(age, knots = c(1.11026281583149, 2.64902273937181, 5.7969427332877, 8.67056254446331, 10.6347671362053, 12.931781884554, 15.2182612694285, 17.770989597857)) + sex + bs(hgt, knots = c(69.6080970436182, 85.0904341514848, 103.5, 122.97086613999, 138.866666666667, 151.7, 165.104610678625, 175.466666666667))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.0222222222222, 87.0444444444445, 104.966666666667, 122.288888888889, 137.222222222222, 150.933333333333, 164.355555555556, 178.177777777778)) + bs(wgt, knots = c(5.38222222222222, 7.35777777777778, 9.27833333333333, 11.7777777777778, 24.2444444444444, 38.0333333333333, 53.3222222222222, 69.0222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.999923948589246, 2.48353486957183, 5.485611456265, 8.53570613734885, 10.4935736557913, 12.612627636187, 14.9738310888362, 17.6543835555132)) + sex + bs(wgt, knots = c(5.30888888888889, 7.30166666666667, 9.21666666666667, 11.9655555555556, 24.5444444444444, 38.6333333333333, 53.7222222222222, 69.1111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.04607134915661, 2.71412274697696, 5.78325347935204, 8.67346986980797, 10.6286409612898, 12.8277435546429, 15.1390980302685, 17.6913833751616)) + sex + bs(hgt, knots = c(69.0360066008335, 85.0000240562842, 104.393888300574, 123.652214357533, 138.181064859228, 151.025364049507, 164.599785727041, 174.644444444444))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.2444444444444, 85.1888888888889, 102.933333333333, 120.077777777778, 135.422222222222, 149.466666666667, 163.111111111111, 176.855555555556)) + bs(wgt, knots = c(5.39611111111111, 7.43333333333333, 9.41333333333333, 12.1911111111111, 25.4111111111111, 39.1333333333333, 54.1555555555556, 70.1777777777778))"
## [1] "target ~ reg + bs(age, knots = c(1.08657458257637, 2.5339881779152, 5.47296372347707, 8.58407483458818, 10.5315993611681, 12.7583846680356, 15.232489162674, 17.82340862423)) + sex + bs(wgt, knots = c(5.32944444444444, 7.33944444444444, 9.25333333333333, 11.7477777777778, 23.7111111111111, 37.9333333333333, 53.4555555555556, 69.3777777777778))"
## [1] "target ~ reg + bs(age, knots = c(1.07611740759935, 2.61008441706594, 5.58247775496235, 8.75199634953228, 10.6100844170659, 12.8761122518823, 15.2559144554197, 17.9138272952374)) + sex + bs(hgt, knots = c(68.0331133846303, 84.048573345035, 103.336193448042, 122.371153668308, 138.955555555556, 150.821454776599, 164.753046144988, 175.605705097519))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.9111111111111, 85.0222222222222, 103.933333333333, 121.244444444444, 136.655555555556, 150.666666666667, 164.377777777778, 177.888888888889)) + bs(wgt, knots = c(5.42222222222222, 7.38722222222222, 9.30666666666667, 11.8355555555556, 24.2111111111111, 38.3333333333333, 53.5555555555556, 69.0777777777778))"
## [1] "target ~ reg + bs(age, knots = c(1.1220191220515, 2.58392273176667, 5.49030344512891, 8.56430146779223, 10.5227773975207, 12.7972554406652, 15.0654802646589, 17.6227483504611)) + sex + bs(wgt, knots = c(5.41555555555555, 7.32833333333333, 9.26166666666667, 11.9122222222222, 24.4888888888889, 38.9666666666667, 54.0444444444445, 70.0222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.02353094926356, 2.60247927599057, 5.81844184066801, 8.82713514335691, 10.7317666742718, 12.9034907597536, 15.1327097117652, 17.801914552026)) + sex + bs(hgt, knots = c(70.0685945131536, 85.5361869641918, 104.484501195429, 124.333333333333, 139.313366689419, 152.593354623243, 165.415238194893, 175.731227188443))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.9777777777778, 85.9555555555555, 104.266666666667, 121.311111111111, 136.288888888889, 150.366666666667, 163.944444444444, 177.322222222222)) + bs(wgt, knots = c(5.32777777777778, 7.38666666666667, 9.34666666666667, 11.9144444444444, 24.4777777777778, 38.6333333333333, 53.8888888888889, 69.3444444444444))"
## [1] "target ~ reg + bs(age, knots = c(1.03237688749703, 2.54082600255785, 5.44832306639288, 8.5576089436459, 10.5005703855807, 12.8158795345654, 15.1604357156038, 17.5635191906748)) + sex + bs(wgt, knots = c(5.28833333333333, 7.12666666666667, 9.2, 11.6533333333333, 24.0333333333333, 38, 52.8666666666667, 69.0333333333333))"
## [1] "target ~ reg + bs(age, knots = c(1.0838847060613, 2.49607132805668, 5.25969121263325, 8.35196592896798, 10.4975704955339, 12.6990645676477, 15.0102078745974, 17.5258719087976)) + sex + bs(hgt, knots = c(68.9444444444444, 84.0968041473067, 102.124721263897, 120.377777777778, 137.981003257507, 150.866666666667, 164.411111111111, 174.955555555556))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.1222222222222, 84.0222222222222, 102.866666666667, 123.244444444444, 138.955555555556, 152.255040081226, 165.377777777778, 174.888888888889)) + bs(wgt, knots = c(5.92222222222222, 8.30507682508085, 10.4777978844936, 16.6194390641211, 28.9, 40.881232084055, 54.574081589217, 66.7976235077131))"
## [1] "target ~ reg + bs(age, knots = c(0.996570148835705, 2.44112227173964, 5.30960529317819, 8.65769260019773, 10.6280325500038, 12.8158795345654, 15.0600045630846, 17.8346642330215)) + sex + bs(wgt, knots = c(5.80777777777778, 8.35555555555555, 10.6956195562692, 16.6499892393534, 29.9888888888889, 40.6137682541737, 54.2, 66.7222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.02437316497226, 2.5449844094608, 5.42459502623774, 8.62483839075215, 10.6467729108465, 12.8861510381018, 15.208666405295, 17.944152829535)) + sex + bs(hgt, knots = c(68.9996386409129, 84.849516168888, 103, 122.466666666667, 139.315694038136, 151.944599838675, 165.710842179174, 176.819860053097))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.1859430843066, 84.0404423742731, 101.221185240056, 121.511860748245, 138.922222222222, 151.565437347342, 165.10031568769, 174.755555555556)) + bs(wgt, knots = c(5.81222222222222, 8.25222222222222, 10.6283333333333, 16.6920074430528, 29.2610986241343, 41.1092481282453, 54.3030232185405, 66.8015796973935))"
## [1] "target ~ reg + bs(age, knots = c(0.949730017491824, 2.35607270514868, 5.27935103747742, 8.55730473800289, 10.5322077724542, 12.7091033538672, 15.0539204502243, 17.8944179954538)) + sex + bs(wgt, knots = c(5.68648441433833, 8.09988933247576, 10.3687224283981, 15.5548289670755, 27.6947451946048, 39.9881729748117, 53.1622404981545, 65.769786922451))"
## [1] "target ~ reg + bs(age, knots = c(0.992927218799909, 2.51973534109058, 5.47205110654803, 8.43379724693893, 10.5047900984251, 12.767510837326, 15.1972737790842, 17.8053465064994)) + sex + bs(hgt, knots = c(68.7823197736021, 84.6111111111111, 102.647729630552, 121.222222222222, 139.377777777778, 152.306122279816, 165.647654749069, 176.344444444444))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.3, 83.4289457799702, 100.8, 120.5, 138, 150.9, 165.3, 175.4)) + bs(wgt, knots = c(5.84555555555556, 8.29219788815392, 10.5609087854444, 15.9444444444444, 28.1917591940518, 40.1495085499669, 54.1324212535806, 66.9888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.974066468932999, 2.46284888584683, 5.35888660734657, 8.41664192617425, 10.4141759829645, 12.5612594113621, 14.9761421416524, 17.7742369263589)) + sex + bs(wgt, knots = c(5.70450322374853, 8.18166666666667, 10.3896856363109, 15.7324871720406, 27.7470388730208, 39.5333333333333, 53.3098496157576, 66.5111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.01330899688189, 2.5741881511902, 5.51925381578287, 8.61169575698794, 10.5862650502249, 12.6917636322154, 15.0587747920203, 17.7334612625296)) + sex + bs(hgt, knots = c(69.2888888888889, 84.9639226699629, 104.066666666667, 122.998990418956, 139.563141662447, 151.734078179344, 164.855124219099, 175.537021300919))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.7109795988807, 83.7760116415772, 102.943076106092, 122.193254966081, 138.292211306863, 151.233333333333, 164.898957580591, 175.453600813902)) + bs(wgt, knots = c(5.84611111111111, 8.31444444444444, 10.6082795292424, 16.585197207885, 29.0111111111111, 39.8333333333333, 54.1243656065017, 66.9971176732874))"
## [1] "target ~ reg + bs(age, knots = c(0.954597307780059, 2.36002737850787, 5.30047912388775, 8.56034679443304, 10.6401770528451, 12.8815879534565, 15.1457905544148, 17.8531255389197)) + sex + bs(wgt, knots = c(5.67545685257281, 8.11777777777778, 10.2133333333333, 15.5978478230612, 28.0132331404915, 39.8, 53.5027252023765, 66.4059050344453))"
## [1] "target ~ reg + bs(age, knots = c(0.978809640231822, 2.55556875805411, 5.51403148528405, 8.50072248840216, 10.4506806601262, 12.7038532666938, 15.0099532039057, 17.69929272188)) + sex + bs(hgt, knots = c(69.5403760060507, 84.9555555555555, 104.25955621792, 123.011111111111, 138.814021013069, 151.977255953608, 165.389625455174, 175.695010742256))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.4, 83.5943721395728, 100.3, 119.7, 138.063869412123, 151.378728140203, 164.986700018683, 175.187620696253)) + bs(wgt, knots = c(5.87333333333333, 8.15, 10.4555963286673, 17.0666666666667, 29.1013370447912, 40.5, 54.2, 66.9001111528211))"
## [1] "target ~ reg + bs(age, knots = c(0.957943569853221, 2.43242832154536, 5.2995665069587, 8.55882576621796, 10.5309909498821, 12.8177047684235, 15.1333181230512, 17.8541064097818)) + sex + bs(wgt, knots = c(5.86444444444444, 8.37555555555556, 10.6297532482414, 17.2, 29.3444444444445, 40.359142845984, 54.4222222222222, 67.5790439471312))"
## [1] "target ~ reg + bs(age, knots = c(0.956579532882229, 2.51061477721607, 5.41687343127857, 8.54452810099627, 10.4972300233026, 12.6412319065099, 15.046923720435, 17.7489897721995)) + sex + bs(hgt, knots = c(68.3666666666667, 85.3333333333333, 104, 121.866666666667, 138.28109218744, 151.383628578051, 165.974583058241, 175.833333333333))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.3591613677852, 84.5080914682012, 102.466666666667, 123.111111111111, 138.889404977999, 151.975868792358, 165.118251746547, 175.676286345138)) + bs(wgt, knots = c(5.79333333333333, 8.37772019267645, 10.69, 16.7809066997914, 29.4, 41.0072514572229, 54.324173985887, 66.6841330702547))"
## [1] "target ~ reg + bs(age, knots = c(0.991101984941821, 2.46954140999316, 5.40999315537303, 8.56673511293634, 10.5681040383299, 12.8514715947981, 15.1594798083504, 17.7637492561158)) + sex + bs(wgt, knots = c(5.82666666666667, 8.30388888888889, 10.4466666666667, 15.9752794176959, 28.5265579999211, 39.7597786750026, 54.2, 66.9111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.05520414177264, 2.60400030420564, 5.69258288994223, 8.56186782264811, 10.5456265111483, 12.8096483712327, 15.19172560651, 17.9037189139859)) + sex + bs(hgt, knots = c(69.5444444444444, 84.6982267306917, 104.166666666667, 122.180662743426, 138.893811269895, 151.954986672228, 165.148102659521, 176.369102704347))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.7946365236347, 83.5777777777778, 101.099606553984, 121.155555555556, 136.985132722353, 150.305687125955, 164.755407775272, 175.578708834076)) + bs(wgt, knots = c(5.83388888888889, 8.25277777777778, 10.4933333333333, 16.3595688199485, 29.1888888888889, 40.2088892936568, 54.6781665800115, 67.5769400547622))"
## [1] "target ~ reg + bs(age, knots = c(0.952467868278956, 2.41387177732147, 5.29500342231348, 8.59563464902274, 10.6021750703476, 12.9399954369154, 15.2227545820975, 17.7516160924785)) + sex + bs(wgt, knots = c(5.67222222222222, 8.14444444444444, 10.4316666666667, 16.1089884233461, 28.5971289153877, 40.2929328801364, 53.7526096248724, 66.8419487895812))"
## [1] "target ~ reg + bs(age, knots = c(0.958856186782265, 2.49235683321926, 5.40177960301163, 8.34436078789262, 10.4534185109134, 12.7346566278804, 15.1010723248916, 17.6568717889831)) + sex + bs(hgt, knots = c(69.7270160419459, 85.3333333333333, 103.8, 122.089858289316, 138.366666666667, 151.2, 165.218845556183, 175.598054209587))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.1666666666667, 84.0996311662611, 101.748353220665, 122.155360528036, 139.583341566516, 151.9, 165.266666666667, 174.878739977608)) + bs(wgt, knots = c(5.83277777777778, 8.26111111111111, 10.64, 17.3483830580419, 29.897989809507, 40.7902076035951, 54.6888888888889, 66.1214126352399))"
## [1] "target ~ reg + bs(age, knots = c(0.950338428777854, 2.40717925317515, 5.08236367784622, 8.33797246938931, 10.5230816031637, 12.8186173853525, 15.1749942961442, 17.7321469313256)) + sex + bs(wgt, knots = c(5.86888888888889, 8.23222222222222, 10.4033333333333, 15.6922434391535, 28.1006849161962, 39.4886738124947, 53.4333506035238, 66.5555555555555))"
## [1] "target ~ reg + bs(age, knots = c(0.99171039622785, 2.54863487717697, 5.59692422321852, 8.71013292912437, 10.7259969536966, 13.0257814282455, 15.2348541250809, 17.7486855582093)) + sex + bs(hgt, knots = c(69.5148263632748, 85.7849136538328, 104.530602824511, 123.844444444444, 139.386656268773, 151.866666666667, 165.437687754979, 176.488888888889))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.7180258667607, 83.9967203235176, 102.100370290461, 122.511111111111, 138.950867251456, 152.593354623243, 165.544444444444, 175.604908991959)) + bs(wgt, knots = c(5.89777777777778, 8.31777777777778, 10.6633333333333, 16.5111111111111, 29.0156125548316, 41.2666666666667, 54.1404468321603, 67.3022921738828))"
## [1] "target ~ reg + bs(age, knots = c(1.00443539671142, 2.528557304738, 5.47202159718027, 8.61358278196061, 10.7372154900455, 12.9107916951859, 15.2038938322306, 17.945458167499)) + sex + bs(wgt, knots = c(5.63304347078078, 8.14142787157343, 10.49, 16.7951104707601, 29.4333333333334, 41.0012991758571, 53.6675842557945, 66.9006080883772))"
## [1] "target ~ reg + bs(age, knots = c(0.99627348087307, 2.53403300631227, 5.55053616244581, 8.64096128983193, 10.6514563845159, 12.6534337211955, 15.0602786949721, 17.7723020762035)) + sex + bs(hgt, knots = c(69.8142960638626, 84.6751889908916, 102.866666666667, 121.782517746149, 138.911111111111, 151.048798325107, 164.676913724206, 175.377777777778))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5122823763628, 83.608745897673, 102.6, 122.233333333333, 139.366666666667, 152.302000955322, 166.063242083777, 174.993676901492)) + bs(wgt, knots = c(5.79080356059124, 8.22166666666667, 10.6119339234742, 16.4017794946442, 28.1840120371488, 40.1910626629309, 53.9888888888889, 66.2423421785773))"
## [1] "target ~ reg + bs(age, knots = c(0.943341698988516, 2.36580728572515, 5.27778467925662, 8.41402388014298, 10.5014066501858, 12.7656706742981, 15.121075830163, 17.8284369476305)) + sex + bs(wgt, knots = c(5.88611111111111, 8.29166666666667, 10.5488000862209, 16.7741965429249, 29.4, 40.9591232018738, 54.9805210248907, 67.6431996269553))"
## [1] "target ~ reg + bs(age, knots = c(1.00118405383803, 2.51486805080234, 5.44010951403148, 8.55446704591245, 10.5047485208804, 12.6497832534794, 14.9669176363222, 17.7257995670067)) + sex + bs(hgt, knots = c(69.2309376818572, 86.1333333333333, 106, 124.033333333333, 139.492369850502, 151.3, 164.955497613915, 175.566666666667))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5888888888889, 84.0777777777778, 101.529522635262, 120.755555555556, 137.901692001995, 151.033333333333, 165.322222222222, 175.711111111111)) + bs(wgt, knots = c(5.85111111111111, 8.41222222222222, 10.8215399488454, 17.5058733727596, 29.2331930716274, 40.6869267709065, 54.4777777777778, 66.8888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.994752452657997, 2.44702041647582, 5.45457602792806, 8.58498745151723, 10.5625448778682, 12.6735112936345, 15.0545288615104, 17.6326716860598)) + sex + bs(wgt, knots = c(5.82888888888889, 8.35555555555555, 10.6333333333333, 16.4111111111111, 28.9, 40.5496312110841, 54.011020840788, 67.57167087326))"
## [1] "target ~ reg + bs(age, knots = c(0.994903000962279, 2.47592972849646, 5.36253707506274, 8.36109209825842, 10.4300164701696, 12.6178416609628, 15.1022891474637, 17.7040477940866)) + sex + bs(hgt, knots = c(69.1333333333333, 84.5330389804403, 101.646788031675, 122.733333333333, 138.526872670252, 151.7, 165.079503206236, 175.562350690264))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5805058116357, 83.8444444444444, 101.566666666667, 121.995904597739, 138.311111111111, 150.933333333333, 164.955555555556, 175.733333333333)) + bs(wgt, knots = c(5.95959532106993, 8.38, 10.645, 16.6341533436438, 28.8, 40.5816978507041, 54.6, 67.5351819839743))"
## [1] "target ~ reg + bs(age, knots = c(0.943532901518287, 2.46229239144061, 5.40999315537303, 8.46725986767055, 10.5142596395163, 12.6187542778919, 14.9847821817902, 17.7018521053566)) + sex + bs(wgt, knots = c(5.81183633009347, 8.35326784365589, 10.6, 16.6227688957625, 28.9, 40.144245744288, 53.7666666666667, 67.1091739159437))"
## [1] "target ~ reg + bs(age, knots = c(1.01635105331204, 2.54865366058608, 5.56853572227272, 8.41524070271504, 10.4461150922718, 12.550301423535, 14.962962962963, 17.7364992549778)) + sex + bs(hgt, knots = c(68.8333333333333, 84.2683707745941, 103.384469819354, 121.907000087997, 138.193594338693, 150.906475146327, 164.819307723999, 175.604467608333))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8641024798798, 84.5222222222222, 103.670349250346, 125.344444444444, 141.255555555556, 153.466666666667, 165.493114742594, 176.395714388059)) + bs(wgt, knots = c(5.89222222222222, 8.28430251239068, 10.6366666666667, 17.0890322131218, 29.1812775974824, 41.4900398686384, 54.2555555555556, 67.5796927853753))"
## [1] "target ~ reg + bs(age, knots = c(0.939493671161906, 2.31530914898471, 5.13712069358886, 8.32779043507054, 10.4316350755757, 12.497376226329, 14.8741349152027, 17.7066901264602)) + sex + bs(wgt, knots = c(5.79, 8.235, 10.47982113974, 16.4, 28.2, 39.9, 53.7547492707512, 66.6))"
## [1] "target ~ reg + bs(age, knots = c(0.98592058968809, 2.54468020381778, 5.59525439196897, 8.56308464522017, 10.5492624453418, 12.7428701802418, 15.1138489618982, 17.6311506578447)) + sex + bs(hgt, knots = c(69.7334364882284, 84.7104885421089, 101.7, 120.631600042422, 137.61623757742, 150.507524263867, 164.488888888889, 175.712926203943))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8104444253609, 82.7981514988314, 101.033333333333, 121.477777777778, 138.922222222222, 152.233892549544, 165.372681958969, 176.046397597101)) + bs(wgt, knots = c(5.8788115318559, 8.19690114585692, 10.5720008260245, 17.1078876351339, 29.5917622206525, 42.108680073833, 55.5662040561215, 68.2358624309157))"
## [1] "target ~ reg + bs(age, knots = c(0.948208989276751, 2.29888204426192, 4.98562628336756, 8.30298882044262, 10.3728040155145, 12.4599589322382, 14.9681709541174, 17.693102198549)) + sex + bs(wgt, knots = c(5.74973380670163, 8.17, 10.456471293205, 16, 28.0233220578012, 39.7, 53.6276279905998, 68.040400388333))"
## [1] "target ~ reg + bs(age, knots = c(1.01270058559586, 2.611301239638, 5.64544832306639, 8.66955662027531, 10.5951783405582, 12.8158795345654, 15.1984181306563, 17.6847147979487)) + sex + bs(hgt, knots = c(69.3444444444444, 85.2992400563199, 104.8, 123.577777777778, 140.219149278147, 152.282791004195, 165.507076286117, 176.68605168418))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8, 83.1261968441065, 99.7, 119.7, 137.9, 150.219401714903, 164, 175.3)) + bs(wgt, knots = c(5.85119174856467, 8.19715117949444, 10.4533333333333, 16.6259644618654, 28.6118524551508, 40.2620711789238, 54.7557958733015, 67.2222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.947122697303872, 2.46132785763176, 5.47895336082095, 8.6652977412731, 10.6064339493498, 12.8980150581793, 15.2005475701574, 17.7138945927447)) + sex + bs(wgt, knots = c(5.79333333333333, 8.28166666666667, 10.47, 16.2740142076454, 28.7221459769597, 40.3, 54.7136217146285, 67.5109943010002))"
## [1] "target ~ reg + bs(age, knots = c(0.975057640396263, 2.53038253859609, 5.53228382386493, 8.59838079461685, 10.5868594184624, 12.7647724424452, 15.2356605029855, 17.8564195498955)) + sex + bs(hgt, knots = c(68.4165860582918, 84.7044165668691, 103.857976011656, 122, 139, 151.6, 165.6, 176.312322988793))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5333333333333, 83.8392761869998, 102.065679983625, 120.733333333333, 137.659369009589, 151.393327671785, 165.160807176978, 175.691189989805)) + bs(wgt, knots = c(5.79, 8.15487138858545, 10.5, 16.1041820898174, 28, 40, 55.3, 67.1002403725659))"
## [1] "target ~ reg + bs(age, knots = c(0.954067326326794, 2.44064187390676, 5.36253707506274, 8.50876962413781, 10.5821543475727, 12.7263832581194, 15.1187579385778, 17.7846384086022)) + sex + bs(wgt, knots = c(5.88257653751376, 8.29666666666667, 10.624498987019, 16.2271320512406, 28.5748476626086, 40, 54.3344145906653, 66.874139289357))"
## [1] "target ~ reg + bs(age, knots = c(0.991393716489987, 2.51486805080234, 5.47408240887419, 8.5968514715948, 10.5750623548823, 12.7730023051841, 15.0826178649888, 17.6697095761771)) + sex + bs(hgt, knots = c(69.133173595455, 84.7343114670518, 103.439813029646, 123.377777777778, 139.757655360388, 152.511949408809, 165.552565207554, 176.093846697689))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.0861920908621, 83.424405194286, 101.958815639225, 123.422222222222, 139.78488277448, 152.130181511631, 165.495313508906, 175.903869045331)) + bs(wgt, knots = c(5.82888888888889, 8.28846837809453, 10.6533333333333, 16.3200810367869, 28.8, 41.0503390357411, 53.9444444444445, 66.5222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.959768803711309, 2.42360635789794, 5.49168511068204, 8.67138185413339, 10.6195147919994, 12.9007529089665, 15.3170287340328, 17.8608955230491)) + sex + bs(wgt, knots = c(5.80222222222222, 8.16372388570309, 10.5026694373912, 16.1758061228605, 28.2766107855232, 40.5666666666666, 53.4156516733593, 66.6095992216901))"
## [1] "target ~ reg + bs(age, knots = c(1.03257938283925, 2.58848581641189, 5.53684690851015, 8.5679519355084, 10.6094760057799, 12.8250057038558, 15.2185596950644, 17.6916875808046)) + sex + bs(hgt, knots = c(69.1816330583682, 84.4838531808515, 102.233333333333, 120.711111111111, 138.128114551659, 151.671268069254, 164.796202517683, 175.856415897091))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.1216663724999, 84.5747595771973, 102.6, 122.671614847532, 139.099447397201, 151.6, 165.415646222286, 176.18785662565)) + bs(wgt, knots = c(5.84234828895535, 8.33555555555555, 10.6833333333333, 16.9837009270787, 29.1888888888889, 40.4667717045241, 54.0400759811779, 67.457566748317))"
## [1] "target ~ reg + bs(age, knots = c(0.958919772653758, 2.43668720054757, 5.36618754277892, 8.58224960073009, 10.6017565372354, 12.8569472963723, 15.1720683786962, 17.8317620188161)) + sex + bs(wgt, knots = c(5.67833333333333, 8.23946415756363, 10.65, 17.3807018404088, 29.2659422936217, 40.9, 54.9685591190523, 67.7768163978323))"
## [1] "target ~ reg + bs(age, knots = c(0.982394364645084, 2.51547646208837, 5.19923026428592, 8.35531219104114, 10.4765381397825, 12.8049281314168, 15.2318807513879, 17.7978553502167)) + sex + bs(hgt, knots = c(69.2916727136476, 84.6676734057461, 102.696206719304, 122.036788290798, 138.444444444444, 151.54631242631, 165.177704924556, 176.503608430546))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.0266884305439, 84.3358475172495, 102.571152961079, 123.008756363138, 139.595302470478, 152.366666666667, 165.531857595921, 175.988888888889)) + bs(wgt, knots = c(5.85404983543915, 8.2628149770913, 10.58, 16.8157593937811, 28.9, 40.2787424695149, 54.3888888888889, 67.746994890986))"
## [1] "target ~ reg + bs(age, knots = c(0.943330763820982, 2.27667503232185, 5.04220853296828, 8.34527340482166, 10.4525058939843, 12.620476287694, 15.0128526884174, 17.6466651456385)) + sex + bs(wgt, knots = c(5.67666666666667, 8.23540617977001, 10.4465659563083, 16.4483153977783, 28.4333333333334, 39.9006514243513, 53.6979136997891, 67.3333333333333))"
## [1] "target ~ reg + bs(age, knots = c(1.01270058559586, 2.53345843697549, 5.28974248927872, 8.33827667503232, 10.4226937409689, 12.5658224960073, 14.9383223058788, 17.572602323539)) + sex + bs(hgt, knots = c(68.9222222222222, 84.4743294307923, 102.073176782023, 122.005103966455, 139.400297644036, 152.570426829622, 165.90492806734, 175.976106914649))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.427399641356, 83.0832071950065, 101.280585692536, 120.555555555556, 138.088888888889, 150.992006827592, 164.419271628418, 175.105907240023)) + bs(wgt, knots = c(5.83055555555556, 8.25222222222222, 10.5066666666667, 17.2, 29.1401396946703, 40.6666666666667, 55.2789195570609, 67.2888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.977999534964767, 2.54772226024793, 5.61076887976272, 8.6528253099095, 10.7118808688616, 12.8268309377139, 15.2139326184501, 17.9514791999392)) + sex + bs(wgt, knots = c(5.74277777777778, 8.27111111111111, 10.4866666666667, 16.6734044030131, 28.8777777777778, 39.8620671343051, 54.2990394655186, 67.2444444444444))"
## [1] "target ~ reg + bs(age, knots = c(1.01117955738079, 2.5597698489943, 5.62354551676934, 8.68263746292494, 10.5945699292722, 12.974674880219, 15.3410905772302, 17.8927675108373)) + sex + bs(hgt, knots = c(69.4041655028621, 86.1476423028253, 104.7, 123.933333333333, 140.566666666667, 154.2, 166.655877691989, 176.266800885506))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.0248210916737, 84.3666666666667, 102.282059251077, 122.133333333333, 139.684686927915, 152, 164.533333333333, 175.585476084018)) + bs(wgt, knots = c(5.77026863879079, 8.195, 10.475, 16.4333333333333, 29.0666666666667, 41.9083754044352, 54.9074853161582, 67.8892506624943))"
## [1] "target ~ reg + bs(age, knots = c(0.93512814662712, 2.42054940922529, 5.22655715263518, 8.46604304509849, 10.610692828352, 12.7801896007998, 15.0414480188607, 17.6110730854057)) + sex + bs(wgt, knots = c(5.75888888888889, 8.22668635233495, 10.4716666666667, 16.309890928949, 28.4888888888889, 40.7757042005775, 54.2035218860007, 67.2222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.940603848201384, 2.25659745988288, 5.08327629477527, 8.46878089588562, 10.6356007150703, 12.9407144248497, 15.1941592516541, 17.8419651684539)) + sex + bs(hgt, knots = c(67.8, 83.6, 100.5, 120.187267415236, 137.9, 151.707551426418, 165.278469461382, 175.6))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.6111111111111, 85.2383517223417, 102.333333333333, 123.544444444444, 139.707401589366, 151.566666666667, 165.177777777778, 175.617870433331)) + bs(wgt, knots = c(5.94670489220261, 8.31388888888889, 10.6157538789264, 16.3252836667813, 28.3902716392678, 40.3088350912829, 54.3967363352951, 67.3984072709485))"
## [1] "target ~ reg + bs(age, knots = c(0.967278707141375, 2.48627272035896, 5.44741044946384, 8.42102060993231, 10.4902273937182, 12.7167825183349, 15.046923720435, 17.7127173626779)) + sex + bs(wgt, knots = c(5.68282925247701, 8.13906363474352, 10.58, 16.4174678584476, 28.5161715518361, 39.5523463384419, 52.6774041263078, 66.7333333333333))"
## [1] "target ~ reg + bs(age, knots = c(0.964636093999544, 2.49874515172256, 5.35801417306696, 8.61692904403377, 10.6137348847821, 12.8925393566051, 15.2242756103126, 17.7430109199537)) + sex + bs(hgt, knots = c(68.6, 84.8, 102.5, 123.1, 139.470941923459, 152.169379226715, 165.057382216222, 175.587638578434))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.0324971356742, 84.4709285056238, 102.828715541356, 122.511111111111, 139.298595452543, 152.366666666667, 165.272250578531, 176.069291078566)) + bs(wgt, knots = c(5.78989317175274, 8.2474910595282, 10.6483333333333, 17.0291728173406, 28.6067397442335, 41.1117686183416, 54.1222222222222, 66.8111111111111))"
## [1] "target ~ reg + bs(age, knots = c(0.939888085639697, 2.36428625751008, 5.40908053844399, 8.56430146779223, 10.6048558459308, 12.9491216062058, 15.2730480529173, 17.9770324739524)) + sex + bs(wgt, knots = c(5.82777777777778, 8.19333333333333, 10.4866666666667, 16.3216323554484, 28.893751611478, 40.5892030023313, 54.1444444444445, 66.642310494749))"
## [1] "target ~ reg + bs(age, knots = c(0.995665069587041, 2.47927599056962, 5.19552817704768, 8.50680660126245, 10.5419423530306, 12.8742870180242, 15.2828344131061, 17.9152787284204)) + sex + bs(hgt, knots = c(68.5036175917327, 84.6077757533678, 102.166912410229, 121.674673284796, 139.573572820549, 152.566666666667, 166.659064140573, 175.944352641343))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.0346336388641, 84.0333333333333, 102.196932606588, 121.7, 138.612844918036, 151.899641831897, 164.920706433468, 176.04447035966)) + bs(wgt, knots = c(5.79722222222222, 8.19644837190187, 10.5136306173005, 16.8620414773801, 29.0444444444445, 40.9073523332536, 54.49711018575, 67.0111111111111))"
## [1] "target ~ reg + bs(age, knots = c(0.940908053844399, 2.38676827988879, 5.53593429158111, 8.48459958932238, 10.6137348847821, 12.8268309377139, 15.15035363906, 17.8380847423343)) + sex + bs(wgt, knots = c(5.77235082902325, 8.25611111111111, 10.5047970102989, 16.6972413920712, 29.2, 40.7666666666667, 54.1452138613041, 67.4729290756395))"
## [1] "target ~ reg + bs(age, knots = c(1.00783329530763, 2.54680964331888, 5.32238036018378, 8.20501084109313, 10.3181156602333, 12.4636093999544, 14.9456232413111, 17.6056330249154)) + sex + bs(hgt, knots = c(70.7888888888889, 84.7029674620161, 101.095552864722, 120.194771351142, 137.206953045716, 150.693752426777, 165.012654960411, 175.812597032522))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.4555555555555, 83.9051656707792, 102.308887138317, 122.422222222222, 138.977777777778, 151.700558940221, 165.588888888889, 176.044444444444)) + bs(wgt, knots = c(5.72666666666667, 8.13174709942139, 10.387465046769, 16.1936241697452, 28.2216489262502, 39.7, 53.9813810934833, 66.7947171124062))"
## [1] "target ~ reg + bs(age, knots = c(0.961596565900974, 2.43972925697772, 5.41770912833754, 8.64998364901715, 10.5449844094608, 12.7602099018937, 15.0831335140331, 17.7871643125976)) + sex + bs(wgt, knots = c(5.74944444444444, 8.25913087566729, 10.5966666666667, 16.3555555555556, 28.5081146788292, 39.8, 54.5222222222222, 67.1111111111111))"
## [1] "target ~ reg + bs(age, knots = c(0.998402920374173, 2.50604608715492, 5.29774127310062, 8.37326032397901, 10.445813369838, 12.6269678302533, 15.0727812000913, 17.6051834317777)) + sex + bs(hgt, knots = c(69.4999592329162, 83.7222222222222, 101.425351696358, 121.244444444444, 138.355555555556, 151.283842488785, 165.095488310113, 175.84957978989))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.1569129288464, 84.2468759557118, 101.981320625196, 122.992957827537, 139.463504420951, 152.033333333333, 165.363417426376, 176.040657630319)) + bs(wgt, knots = c(5.75777777777778, 8.16113383243181, 10.4433333333333, 16.5306743435515, 28.6888888888889, 40.3666666666666, 54.8444444444445, 67.0058981141234))"
## [1] "target ~ reg + bs(age, knots = c(0.940169602927351, 2.4786675792836, 5.36618754277892, 8.60763916534279, 10.54893908282, 12.5859000684463, 15.0088980150582, 17.7062523660439)) + sex + bs(wgt, knots = c(5.74496429292053, 8.17555555555555, 10.465, 16.6347118818671, 28.2976707377704, 39.1411695663388, 53.2052232191886, 65.8200696299549))"
## [1] "target ~ reg + bs(age, knots = c(1.03600287122647, 2.53372880066925, 5.44467259867671, 8.58012016122899, 10.5714503004031, 12.9545973077801, 15.2823719415236, 17.8667081374382)) + sex + bs(hgt, knots = c(68.9145022228432, 84.8555555555556, 103.60593314725, 123.411111111111, 139.588888888889, 152.706989827393, 166.044444444444, 176.042479925541))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.2888888888889, 84.7732982127746, 102.166666666667, 122.9155883645, 139.188888888889, 151.53003326046, 165.263265932847, 175.262943681152)) + bs(wgt, knots = c(5.87111111111111, 8.22750535312991, 10.4566666666667, 16.1703690563343, 28.31914448517, 40.4785458065565, 53.8165303824786, 66.6444444444444))"
## [1] "target ~ reg + bs(age, knots = c(0.951178848223771, 2.38284280173397, 5.18092630618298, 8.35896265875732, 10.4911400106472, 12.6306182979694, 15.0545720202086, 17.8323325263271)) + sex + bs(wgt, knots = c(5.7352926177952, 8.18111111111111, 10.4767678415418, 16.0763414957903, 27.9555555555556, 39.6769546396407, 53.2997769622444, 67.0888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.997490303445129, 2.50292203676573, 5.3223819301848, 8.27817214109732, 10.465890942277, 12.7145790554415, 15.0468887745253, 17.5293957324244)) + sex + bs(hgt, knots = c(69.4555555555555, 84.6713042895737, 103.39702073139, 122.828460183033, 138.688355624037, 151.766666666667, 165.160730401362, 175.034635487579))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.9333333333333, 84.8666666666667, 103.1, 123.633333333333, 139.108003794514, 152.000703588662, 165.343078388436, 176.356326621719)) + bs(wgt, knots = c(5.82944444444444, 8.21555555555556, 10.4966666666667, 16.2073503469738, 28.1, 40.1995707297134, 54.1367877536986, 66.7049565758892))"
## [1] "target ~ reg + bs(age, knots = c(0.939659155929839, 2.31492590144033, 5.21013004791239, 8.34588181610769, 10.4302988820443, 12.5065023956194, 14.9665243345539, 17.6144193474789)) + sex + bs(wgt, knots = c(5.71941549301336, 8.15307275320781, 10.4333333333333, 15.9312417814944, 28.224587242304, 39.4666666666667, 53.5774841154683, 66.8222222222222))"
## [1] "target ~ reg + bs(age, knots = c(0.988668339797703, 2.5308926077748, 5.4218571754506, 8.50551749165868, 10.5401171191726, 12.6963267168606, 15.254087763328, 17.9418106611921)) + sex + bs(hgt, knots = c(67.7944143631905, 84.3839437048237, 102.527950542846, 122.466666666667, 138.533333333333, 151.5, 165.215345503066, 176.333333333333))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5896955081682, 84.4333333333333, 102.469969952876, 123.033333333333, 139.63965513944, 153, 166.097335528333, 176.164818311208)) + bs(wgt, knots = c(5.83944444444444, 8.34777777777778, 10.6333333333333, 16.5051239431002, 28.7987839102185, 41.0853993076842, 54.4205048995996, 67.4219956023836))"
## [1] "target ~ reg + bs(age, knots = c(0.954293102137045, 2.44520495855198, 5.35266391714309, 8.46938930717165, 10.4470301924101, 12.6196668948209, 14.9866910031181, 17.6944254315918)) + sex + bs(wgt, knots = c(5.72095994837316, 8.17722222222222, 10.5933333333333, 16.8691261905263, 28.8, 40.1769690349596, 53.9414991671869, 67.0888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.969570503905747, 2.47623393413948, 5.38535249828884, 8.48399117803635, 10.4957030952924, 12.8131416837782, 15.1199330747585, 17.6078417736316)) + sex + bs(hgt, knots = c(68.5222222222222, 83.6888888888889, 102.7, 122.688888888889, 139.211111111111, 151.533333333333, 165.555555555556, 175.57955104157))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.294879507409, 83.6444444444444, 101.956460657826, 122.277777777778, 139.122222222222, 152.533333333333, 165.559102230889, 176.1525074588)) + bs(wgt, knots = c(5.80888888888889, 8.24777777777778, 10.5780110635216, 16.6735100567566, 28.4578868287301, 40.6804104844796, 55.2074270177301, 67.3742229672043))"
## [1] "target ~ reg + bs(age, knots = c(0.983688394563332, 2.40474560803103, 5.19917864476386, 8.59868499430482, 10.7004334930413, 12.8596851471595, 15.2151494410221, 17.8754500745652)) + sex + bs(wgt, knots = c(5.71105728339308, 8.10555555555556, 10.5044680380141, 16.1576140025093, 28.3070900415255, 40.8151546895652, 54.8, 67.3838893545027))"
## [1] "target ~ reg + bs(age, knots = c(0.986843105939615, 2.53653885042791, 5.50308008213552, 8.5326640809187, 10.5848353486957, 12.7510837326032, 15.165492427019, 17.8977736975471)) + sex + bs(hgt, knots = c(69.6777777777778, 85.9111111111111, 105.033333333333, 124.10258684313, 139.494380499504, 152.553749440311, 165.401178078671, 176.105545134229))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.2444444444444, 83.09720152712, 101.51597433331, 122.077777777778, 138.720638850345, 151.514595676187, 165.601394244541, 175.960065036361)) + bs(wgt, knots = c(5.91777777777778, 8.25777777777778, 10.6617312092344, 16.7377133537745, 28.59459832656, 40.29399837032, 54.6951871707472, 67.1887157297908))"
## [1] "target ~ reg + bs(age, knots = c(0.942045775032053, 2.41752224503765, 5.31143052703628, 8.47364818617385, 10.5188227241615, 12.7748117727584, 15.07965219461, 17.7051456384516)) + sex + bs(wgt, knots = c(5.85, 8.23833333333333, 10.31, 15.264296594487, 27.3666666666667, 38.8, 53.3333333333333, 66.591288492562))"
## [1] "target ~ reg + bs(age, knots = c(0.974979085862043, 2.41356757167845, 5.21987789454478, 8.29112480036505, 10.4506806601262, 12.5785991330139, 15.0280208148519, 17.7018055124347)) + sex + bs(hgt, knots = c(68.7333333333333, 84.6575647330995, 102.4, 122.133333333333, 138.694470429162, 151.6, 164.965371412221, 175.066666666667))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.3771221809154, 84.3888166226101, 102.075149647912, 122.752397977683, 139.289481956816, 152.033333333333, 164.799101194192, 175.311111111111)) + bs(wgt, knots = c(5.86599303000323, 8.31111111111111, 10.48, 17.0238821413031, 28.5834536399513, 40.5666666666666, 54.0660732558335, 66.9888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.939509386312919, 2.31561335462773, 5.27299574510597, 8.33249676781504, 10.3417081900834, 12.6151038101757, 15.021897295767, 17.6859076735873)) + sex + bs(wgt, knots = c(5.75388888888889, 8.23819896674598, 10.5416032891012, 16.2963809774674, 27.6888888888889, 39.6444347466446, 52.6954538844665, 65.8222222222222))"
## [1] "target ~ reg + bs(age, knots = c(1.01720166779538, 2.5346414175983, 5.6518366415697, 8.71001597079626, 10.6262073161457, 12.9427332877025, 15.1570461632063, 17.6877344223693)) + sex + bs(hgt, knots = c(69.3075966862882, 84.5735626062392, 102.833333333333, 122.344444444444, 138.655555555556, 151.034185789646, 164.295355099147, 175.488888888889))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.0264046741846, 83.8666666666667, 101.898751471056, 121.377280953202, 138.566666666667, 151.605795103472, 165.317954450053, 175.766666666667)) + bs(wgt, knots = c(5.67329672685203, 8.06666666666667, 10.345, 16.1355646340403, 28.1913762704818, 40.3, 54.0333333333333, 66.9476710897484))"
## [1] "target ~ reg + bs(age, knots = c(0.942250550260278, 2.42697994837125, 5.23294547113849, 8.55608791543083, 10.5316547212866, 12.7766370066165, 15.1536999011332, 17.782645068066)) + sex + bs(wgt, knots = c(5.66166666666667, 8.195, 10.5679462283951, 16.4962192327314, 28.156973627465, 40.4825390210471, 54.663377348646, 67.414412854798))"
## [1] "target ~ reg + bs(age, knots = c(1.02452976551668, 2.49350015409981, 5.36983801049509, 8.54331127842421, 10.5860521712678, 12.9253935660506, 15.2267092554567, 17.7397196492705)) + sex + bs(hgt, knots = c(69.8888888888889, 84.6794452998745, 101.643926878703, 122.155555555556, 139.088888888889, 152.700183168163, 165.704074246159, 176.099893401165))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.9410937520441, 84.3290821850725, 103.433333333333, 124.111111111111, 140.188888888889, 152.466666666667, 165.948669333139, 176.322222222222)) + bs(wgt, knots = c(5.87084374680802, 8.31062243791625, 10.63266939028, 17.6571287404208, 28.9019171077588, 40.2978454422136, 54.962435208062, 67.2888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.949121606205795, 2.37578716226153, 5.21998088837621, 8.37143509012092, 10.507871321013, 12.5968514715948, 15.0654802646589, 17.6308464522017)) + sex + bs(wgt, knots = c(5.7083707177657, 8.30666666666667, 10.485, 15.928659645061, 28.6632804492051, 39.7, 54.2992758135863, 67.2079121726953))"
## [1] "target ~ reg + bs(age, knots = c(0.963562981995507, 2.42543159175603, 5.24024640657084, 8.47036583255604, 10.4972241235075, 12.6554006798367, 15.0432732527188, 17.6076006941804)) + sex + bs(hgt, knots = c(68, 83.1026833217487, 100.361362442634, 119.2, 137.6, 150.6, 165.292087140686, 175.529280740471))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(67.8111111111111, 83.1000855768852, 100.666666666667, 120.422222222222, 137.993678909637, 150.955698270397, 165.088888888889, 175.798891562114)) + bs(wgt, knots = c(5.745, 8.07, 10.32, 16.4, 27.7, 40.3, 54.4803815706364, 67.5))"
## [1] "target ~ reg + bs(age, knots = c(0.965699114995168, 2.4537094627896, 5.27218799908738, 8.40623216175425, 10.5382918853145, 12.7839379420488, 15.0904251273861, 17.7954217050726)) + sex + bs(wgt, knots = c(5.84872535205057, 8.29444444444444, 10.5100780243509, 16.5564387304265, 28.3111111111111, 40.4333333333333, 54.0555555555556, 67.1779424185171))"
## [1] "target ~ reg + bs(age, knots = c(0.97802114229219, 2.48992318807514, 5.20921743098334, 8.28625751007681, 10.3943294850359, 12.4964636094, 14.9392349228078, 17.6452752837609)) + sex + bs(hgt, knots = c(68.3780306672845, 85.0444444444444, 102.455872201424, 121.888888888889, 138.411111111111, 150.861163800429, 164.380951693221, 174.912391796256))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.113872708031, 82.8779833043765, 100.720674960757, 119.544444444444, 136.855555555556, 150.398348962839, 164.799464022885, 175.293980329939)) + bs(wgt, knots = c(5.85222222222222, 8.23114908398106, 10.4866666666667, 16.0374490680534, 27.4873710344801, 39.7, 54.0859737201908, 67.0338348763096))"
## [1] "target ~ reg + bs(age, knots = c(0.948584056944036, 2.36550308008214, 5.17180013689254, 8.33675564681725, 10.4339493497604, 12.5530458590007, 15.0527036276523, 17.7138945927447)) + sex + bs(wgt, knots = c(5.82079339908425, 8.2281290057732, 10.544832008742, 16.4625348280261, 28.345547807928, 39.2075573456112, 53.6106296353603, 66.5))"
## [1] "target ~ reg + bs(age, knots = c(0.972096953378475, 2.43577458361853, 5.25751898984038, 8.5430070727812, 10.5206479580196, 12.8925393566051, 15.3228382386493, 17.9465454246203)) + sex + bs(hgt, knots = c(69.2886186911104, 83.6225750184917, 101.98672554744, 122.977777777778, 139.773360515354, 152.326094082837, 165.779335271197, 176.748287614181))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.2734022236322, 82.8571885988459, 100.866666666667, 120.588888888889, 137.743462387749, 150.814289402385, 164.53110742569, 175.492087572537)) + bs(wgt, knots = c(5.88166666666667, 8.26666666666667, 10.585300098053, 16.2, 28.3524264124235, 40.4152777211043, 54.3333333333333, 67.1466985802709))"
## [1] "target ~ reg + bs(age, knots = c(0.96767815042969, 2.47358382420916, 5.51403148528405, 8.61419119324663, 10.5796638527645, 12.9701117955738, 15.356909270667, 17.9231172501886)) + sex + bs(wgt, knots = c(5.71924162015112, 8.20777777777778, 10.4313918268676, 16.4555555555556, 29.1766684637421, 41.0333333333333, 55.3183351714202, 68.2111111111111))"
## [1] "target ~ reg + bs(age, knots = c(1.00404083093896, 2.48627272035896, 5.26083841935054, 8.61662483839075, 10.600990147174, 13.0029660050194, 15.1670849494258, 17.7996805840748)) + sex + bs(hgt, knots = c(68.8732940815534, 83.1670921345412, 101.160065219953, 122.255555555556, 139.545522420432, 151.866666666667, 164.932142610489, 175.808361356355))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.5169325811877, 84.8380280867689, 102.924489627871, 121.477777777778, 138.922222222222, 151.58163181984, 164.830438475621, 175.493214518357)) + bs(wgt, knots = c(5.75555555555555, 8.18055555555556, 10.5266666666667, 16.5762922071518, 28.2977191497266, 40.4492192042796, 54.5174631800239, 67.2485973541502))"
## [1] "target ~ reg + bs(age, knots = c(0.960377214997338, 2.46893440927116, 5.4158378859731, 8.46847669024261, 10.4966157122215, 12.6479580196213, 14.999817833954, 17.6910791695186)) + sex + bs(wgt, knots = c(5.74777777777778, 8.12076657470395, 10.2916666666667, 15.8626191265209, 27.0610324061007, 38.3438536690794, 52.4888888888889, 66.3888888888889))"
## [1] "target ~ reg + bs(age, knots = c(0.985017872081527, 2.41212952861858, 5.27583846680356, 8.36839303369078, 10.404137196745, 12.6607346566279, 15.0936126377675, 17.7879562189001)) + sex + bs(hgt, knots = c(68.4686813917318, 83.6244397065246, 102.256874627206, 120.711111111111, 137.288888888889, 150.953366516242, 165.482358328564, 175.802219456173))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(68.1346178101993, 84.3094167599871, 101.71496165844, 122.555555555556, 139.608351935596, 152.029369749294, 165.522222222222, 176.302899147404)) + bs(wgt, knots = c(5.84722222222222, 8.27888888888889, 10.7558298339479, 17.3230501393335, 29.5222222222222, 41.4666666666667, 55.1083382105498, 67.5684126978876))"
## [1] "target ~ reg + bs(age, knots = c(0.957401725411045, 2.46132785763176, 5.4571979994412, 8.58042436687201, 10.5379876796715, 12.6735112936345, 15.1622176591376, 17.7796030116359)) + sex + bs(wgt, knots = c(5.83666666666667, 8.26888888888889, 10.3866666666667, 16.0584027030203, 28.6740589756412, 39.9069935345612, 53.7111111111111, 66.946805811854))"
## [1] "target ~ reg + bs(age, knots = c(0.964850547301609, 2.48231804699977, 5.48665297741273, 8.71275382158339, 10.6879670408918, 12.9199178644764, 15.3137120693589, 17.8926930500908)) + sex + bs(hgt, knots = c(68.2, 83.2195475040063, 102.1, 122, 138.9, 151.4, 165.1, 176))"
## [1] "target ~ reg + sex + bs(hgt, knots = c(69.0333333333333, 84.1666666666667, 101.497166023907, 120.533333333333, 137.566666666667, 150.933849312402, 165.491246745177, 175.895625037762)) + bs(wgt, knots = c(5.81777777777778, 8.29992258392634, 10.5508458115212, 16.7878138679758, 28.5384038647351, 39.6785495347823, 53.6410764701616, 66.7539852263518))"
## [1] "target ~ reg + bs(age, knots = c(0.915052038640658, 2.42056430146779, 5.2311202372804, 8.35166172332497, 10.4689329987071, 12.6233173625371, 15.0712601718762, 17.7318481761808)) + sex + bs(wgt, knots = c(5.65888888888889, 8.17988864147511, 10.4466666666667, 16.3485494042882, 28.2147324161165, 39.4528599635544, 54.0222222222222, 67.0609882972062))"
## [1] "target ~ reg + bs(age, knots = c(0.996577686516085, 2.507871321013, 5.43463381245722, 8.55304585900068, 10.6392881587953, 12.8980150581793, 15.2005475701574, 17.8370978781656)) + sex + bs(hgt, knots = c(68.4441253335127, 83.4829813853295, 101.559856262204, 121.372393741175, 138.306313331754, 151.066666666667, 164.60947705971, 175.755555555556))"
NAs stats in missing dataset
wgt_nas <- plot_na_pie("wgt")
## [1] 1481
hgt_nas <- plot_na_pie("hgt")
## [1] 1503
age_nas <- plot_na_pie("age")
## [1] 1489
